How to create list of dictionary in Python
In this article, we are going to discuss ways in which we can create a list of dictionaries in Python. Let’s start with a basic method to create a list of dictionaries using Python.
# Creating a list of dictionaries
a = [{"name": "Alice", "age": 25}, {"name": "Bob", "age": 30}]
print(a)
print(type(a))
Output
[{'name': 'Alice', 'age': 25}, {'name': 'Bob', 'age': 30}]
<class 'list'>
We created a list a containing two dictionaries. Each dictionary has keys like “name” and “age” and their corresponding values. Let’s explore other methods to create a list of dictionaries.
Table of Content
Creating a List of Dictionaries Using a Loop
Creating a list of dictionaries using a for loop is efficient approach. We can dynamically generate dictionaries.
a = []
# Using a loop to create a list of dictionaries
for i in range(3):
a.append({"name": f"Person {i+1}", "age": 20 + i})
print(a)
Output
[{'name': 'Person 1', 'age': 20}, {'name': 'Person 2', 'age': 21}, {'name': 'Person 3', 'age': 22}]
Creating a List of Dictionaries using List Comprehension
List comprehension is a compact way to create lists. We can use it to create a list of dictionaries in just one line.
a = [{"name": f"Person {i+1}", "age": 20 + i} for i in range(3)]
# Using list comprehension to create a list of dictionaries
print(a)
Output
[{'name': 'Person 1', 'age': 20}, {'name': 'Person 2', 'age': 21}, {'name': 'Person 3', 'age': 22}]
Creating a List of Dictionaries from Lists
If we already have a list of data, and we want to turn it into a list of dictionaries. We can use a loop or list comprehension to do this.
# Creating a list of dictionaries from another list
names = ["Alice", "Bob", "Charlie"]
ages = [25, 30, 22]
a = [{"name": names[i], "age": ages[i]} for i in range(len(names))]
print(a)
Output
[{'name': 'Alice', 'age': 25}, {'name': 'Bob', 'age': 30}, {'name': 'Charlie', 'age': 22}]
Accessing Dictionary Elements from a List of Dictionaries
We can access the elements in a list of dictionaries by using indexing for the dictionary and the keys for specific values inside the dictionary.
lod = [
{'name': 'Alice', 'age': 25, 'city': 'New York'},
{'name': 'Bob', 'age': 30, 'city': 'Los Angeles'},
{'name': 'Charlie', 'age': 35, 'city': 'Chicago'}
]
# Access the second dictionary in the list
d1 = lod[1]
print(d1)
print(lod[0]['name'])
Output
{'name': 'Bob', 'age': 30, 'city': 'Los Angeles'}
Alice
